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DeepSeek V4-Flash-Vision-Exp wuxuu galay dsh v0.1.1

DeepSeek wuxuu soo saaray moodel vision ah oo isla qiimaha V4-Flash, dsh v0.1.1-rc.1-na wuu waafajiyay wuxuuna hagaajiyay baxsashada sandbox-ka Bubblewrap.

Aug 21, 2026DSH Field KitDSH Field Kit

Ogosto 21 DeepSeek wuxuu soo saaray laba shay saacado kala duwan, waana hal sheeko: moodel vision ah oo API-ga ku yaal, iyo sii-deynta dsh ee kicin karta.

Marka hore cusboonaysi: baxsashada sandbox waa la hagaajiyay

v0.1.1-rc.1 wuxuu hagaajinayaa baxsashada sandbox-ka Bubblewrap — geedi-socodyada xiran waxay ka wareegi karaan xannibaadahooda iyagoo maraya /proc/<pid>/root. Haddii aad dsh ku shaqeyso sandbox Bubblewrap oo ku duuban koodh aadan aaminayn, taasi waa sababta aad hadda u cusboonaysiiso, ee aadan ku sugin fursad.

Waa sidoo kale korodhka ugu horreeya ee lambarka nooca tan iyo bilawga: sii-deyn kasta ka hor tan waxay ahayd musharrax 0.1.0, tanna waa 0.1.1-rc.1.

Moodelka vision

deepseek-v4-flash-vision-exp. Tijaabo, context 1M.

  • Qoraal: la mid ah V4-Flash, sida DeepSeek qabo.
  • Vision: si weyn uga hormaray Flash-ka qoraalka kaliya ee benchmarks-ka wakiillada aragga — erayada DeepSeek qudhiisu waxay u dhigaan Opus-4.8.
  • Qiimo: la mid ah V4-Flash. Vision ma lahan qiimo dheeraad ah.

| 1M tokens kasta | peak | off-peak | | --- | --- | --- | | Gelin, cache hit | $0.014 | $0.007 | | Gelin, cache miss | $0.44 | $0.22 | | Soo-saar | $1.32 | $0.66 |

Benchmarks-ka uu soo sheegay iibiyaha: Terminal Bench 2.1 83.9 (V4-Flash wuxuu helay 82.7), DeepSWE 59.3, DSBench-Hard 63.6, Chartography 64.3, ZeroBench (Pass@5) 35.0, Agents' Last Exam 27.3.

Laba digniin oo mudan in la xasuusto. Kuwani waa tirooyinka DeepSeek qudhiisa, qof kale ma soo celiyin. Exp-na wuxuu ka dhigan yahay tijaabo — ballan xasillooni ma jiro, endpoints-ka tijaabada ahna waa kuwa la joojiyo.

Ka isticmaalidda dsh

Adapter-ka DeepSeek ee v0.1.1-rc.1 ayaa moodelka sita, markaa wuxuu u muuqdaa doorashada moodelka marka aad cusboonaysiiso. Tuubooyinku horay ayay u jireen: rc.8 wuxuu ku daray codsiyo sawir oo asal ah, gelinta sawirka ee /goal iyo /plan, iyo tixraacyada faylka iyo fadhiga ee menu-ga @. Moodelku wuxuu galiyaa UI horay u siin kara sawirro.

Inta kale ee v0.1.1-rc.1

  • Cillad qaab-dhismeed ah marka qoraalka la tafataro ka hor tixraaca @ ee composer-ka ayaa la hagaajiyay.
  • Jadwalada Markdown ee jawaab-celinta wada-sheekaysiga; saxnaanta daacadda ah ee saamiga cache-hit ee kala-duwanaanta 99.x%; navigation-ka cinwaanka wada-sheekaysiga wakiil-hoose.
  • Jawaabaha ask_user_question waxay aqbalaan dhowr sadar, iyadoo la duubo iyo Shift+Enter oo sadar cusub.

Xawaaraha sii-deynta tan iyo bilawga wuxuu ku sii jiraa qiyaas ahaan hal RC labadii maalmoodba: rc.7 17-aad, rc.8 19-aad, kan 21-aad.

Ilaha